no code implementations • 18 Jun 2019 • Wentao Zhu, Yufang Huang, Mani A. Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie
In this work, we propose a neural multi-scale self-supervised registration (NMSR) method for automated myocardial and cardiac blood flow dense tracking.
no code implementations • 5 Feb 2019 • Jialei Chen, Yujia Xie, Kan Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
The great success achieved by deep neural networks attracts increasing attention from the manufacturing and healthcare communities.
no code implementations • 14 Aug 2018 • Jialei Chen, Yujia Xie, Kan Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Machine learning methods play increasingly important roles in pre-procedural planning for complex surgeries and interventions.